Table 6 Experimental results comparing the parameter count used in the second stage of fine-tuning for different methods and the corresponding external information required.

From: Enhancing ___domain-specific text generation for power grid maintenance with P2FT

 

Parameter Count

External Information (character)

Fine-tuning Baichuan2+Llama-Index

0

162K

Fine-tuning Baichuan2+instruction tuning

419K

782K

P2FT

0

500